{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8：[0, 1, 2, 3, 4, 5, 6, 7]\n",
      "8：[9, 10, 12, 8, 11, 13, 14, 15]\n",
      "8：[39, 32, 34, 38, 33, 37, 35, 36]\n",
      "8：[22, 18, 21, 16, 23, 17, 19, 20]\n",
      "8：[31, 25, 29, 30, 26, 24, 27, 28]\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 750x750 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "开始计算中继节点的Oblivious方案\n"
     ]
    }
   ],
   "source": [
    "from cluster_qkd_networkx_cluster import NonOverlappingClusters, XMultiClusterQKDNetwork\n",
    "import random\n",
    "import time\n",
    "import matplotlib.pyplot as plt\n",
    "from log import clearContent\n",
    "import numpy as np\n",
    "\n",
    "read_from_cache = True #是否从文本文件中读入数据\n",
    "t = NonOverlappingClusters(read_from_txt=read_from_cache) #生成一个网络\n",
    "for i in t.clusterListArr:\n",
    "    print(f\"{len(i)}：{i}\")\n",
    "t.showGraph()\n",
    "# t.showSubFig()\n",
    "qkdnx = XMultiClusterQKDNetwork(t.getGraph(), t.clusterListArr, read_from_pkl=read_from_cache) #是否从pkl文件里面读XCluster\n",
    "# qkdnx.showClusterTopo()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[4], line 36\u001b[0m\n\u001b[1;32m     34\u001b[0m     startNodeID \u001b[38;5;241m=\u001b[39m random\u001b[38;5;241m.\u001b[39mrandint(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;28mlen\u001b[39m(qkdnx\u001b[38;5;241m.\u001b[39mclusterListArr[_startClusterID\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m]))\n\u001b[1;32m     35\u001b[0m     endNodeID \u001b[38;5;241m=\u001b[39m random\u001b[38;5;241m.\u001b[39mrandint(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;28mlen\u001b[39m(qkdnx\u001b[38;5;241m.\u001b[39mclusterListArr[_endClusterID\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m]))\n\u001b[0;32m---> 36\u001b[0m     \u001b[43mqkdnx\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequestFlow\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m     37\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstartClusterID\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43m_startClusterID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m     38\u001b[0m \u001b[43m        \u001b[49m\u001b[43mstartNodeID\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mstartNodeID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m     39\u001b[0m \u001b[43m        \u001b[49m\u001b[43mendClusterID\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43m_endClusterID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m     40\u001b[0m \u001b[43m        \u001b[49m\u001b[43mendNodeID\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mendNodeID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m     41\u001b[0m \u001b[43m        \u001b[49m\u001b[43mflow\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mrandom\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrandint\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m50\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m     42\u001b[0m \u001b[43m        \u001b[49m\u001b[38;5;66;43;03m# 在有多条边破损的情况下\u001b[39;49;00m\n\u001b[1;32m     43\u001b[0m \u001b[43m        \u001b[49m\u001b[43mbrokenLinks\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mgenerateBrokenLinkList\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\n\u001b[1;32m     44\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     45\u001b[0m \u001b[38;5;66;03m# 保留一个副本\u001b[39;00m\n\u001b[1;32m     46\u001b[0m cplex_alphas\u001b[38;5;241m.\u001b[39mappend(qkdnx\u001b[38;5;241m.\u001b[39mmaxCplexAlpha)\n",
      "File \u001b[0;32m~/Desktop/Python/qkd-oblivious-python/cluster/cluster_qkd_networkx_cluster.py:120\u001b[0m, in \u001b[0;36mXMultiClusterQKDNetwork.requestFlow\u001b[0;34m(self, startClusterID, startNodeID, endClusterID, endNodeID, flow, brokenLinks)\u001b[0m\n\u001b[1;32m    109\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mrequestFlow\u001b[39m(\n\u001b[1;32m    110\u001b[0m         \u001b[38;5;28mself\u001b[39m, \n\u001b[1;32m    111\u001b[0m         startClusterID: \u001b[38;5;28mint\u001b[39m, \n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    117\u001b[0m     ):\n\u001b[1;32m    118\u001b[0m     \u001b[38;5;66;03m# print(f\"破损边: {brokenLinks}\")\u001b[39;00m\n\u001b[1;32m    119\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgetSPFResult(startClusterID, startNodeID, endClusterID, endNodeID, flow, brokenLinks)\n\u001b[0;32m--> 120\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetOnlineGreedyResult\u001b[49m\u001b[43m(\u001b[49m\u001b[43mstartClusterID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstartNodeID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mendClusterID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mendNodeID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mflow\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbrokenLinks\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    121\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgetCplexResult(startClusterID, startNodeID, endClusterID, endNodeID, flow, brokenLinks)\n",
      "File \u001b[0;32m~/Desktop/Python/qkd-oblivious-python/cluster/cluster_qkd_networkx_cluster.py:217\u001b[0m, in \u001b[0;36mXMultiClusterQKDNetwork.getOnlineGreedyResult\u001b[0;34m(self, startClusterID, startNodeID, endClusterID, endNodeID, flow, brokenLinks)\u001b[0m\n\u001b[1;32m    214\u001b[0m H\u001b[38;5;241m.\u001b[39madd_edges_from((u, v, d) \u001b[38;5;28;01mfor\u001b[39;00m u, v, d \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgraph\u001b[38;5;241m.\u001b[39medges(data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m) \u001b[38;5;28;01mif\u001b[39;00m([u, v] \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m brokenLinks \u001b[38;5;129;01mand\u001b[39;00m [v, u] \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m brokenLinks))\n\u001b[1;32m    215\u001b[0m \u001b[38;5;66;03m# print(\"Online Greedy有破损边\")\u001b[39;00m\n\u001b[0;32m--> 217\u001b[0m path \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mone_path_from_yen_k_shortest_paths\u001b[49m\u001b[43m(\u001b[49m\u001b[43muniqueStartID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43muniqueEndID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m10\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m    219\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m idx \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;28mlen\u001b[39m(path) \u001b[38;5;241m-\u001b[39m \u001b[38;5;241m1\u001b[39m):\n\u001b[1;32m    220\u001b[0m     link_start_id \u001b[38;5;241m=\u001b[39m path[idx]\n",
      "File \u001b[0;32m~/Desktop/Python/qkd-oblivious-python/cluster/cluster_qkd_networkx_cluster.py:171\u001b[0m, in \u001b[0;36mXMultiClusterQKDNetwork.one_path_from_yen_k_shortest_paths\u001b[0;34m(self, source, target, k)\u001b[0m\n\u001b[1;32m    169\u001b[0m             G\u001b[38;5;241m.\u001b[39mremove_edge(u, v)\n\u001b[1;32m    170\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 171\u001b[0m     spur_path \u001b[38;5;241m=\u001b[39m \u001b[43mdijkstra_path\u001b[49m\u001b[43m(\u001b[49m\u001b[43mG\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mspur_node\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    172\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m spur_path:\n\u001b[1;32m    173\u001b[0m         total_path \u001b[38;5;241m=\u001b[39m root_path[:\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m+\u001b[39m spur_path\n",
      "File \u001b[0;32m~/Desktop/Python/qkd-oblivious-python/cluster/cluster_qkd_networkx_cluster.py:150\u001b[0m, in \u001b[0;36mXMultiClusterQKDNetwork.one_path_from_yen_k_shortest_paths.<locals>.dijkstra_path\u001b[0;34m(G, source, target)\u001b[0m\n\u001b[1;32m    149\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mdijkstra_path\u001b[39m(G, source, target):\n\u001b[0;32m--> 150\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mnx\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdijkstra_path\u001b[49m\u001b[43m(\u001b[49m\u001b[43mG\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msource\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mweight\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m~/miniconda3/envs/cplex/lib/python3.10/site-packages/networkx/algorithms/shortest_paths/weighted.py:167\u001b[0m, in \u001b[0;36mdijkstra_path\u001b[0;34m(G, source, target, weight)\u001b[0m\n\u001b[1;32m     81\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mdijkstra_path\u001b[39m(G, source, target, weight\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mweight\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m     82\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Returns the shortest weighted path from source to target in G.\u001b[39;00m\n\u001b[1;32m     83\u001b[0m \n\u001b[1;32m     84\u001b[0m \u001b[38;5;124;03m    Uses Dijkstra's Method to compute the shortest weighted path\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    165\u001b[0m \u001b[38;5;124;03m    single_source_dijkstra\u001b[39;00m\n\u001b[1;32m    166\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[0;32m--> 167\u001b[0m     (length, path) \u001b[38;5;241m=\u001b[39m \u001b[43msingle_source_dijkstra\u001b[49m\u001b[43m(\u001b[49m\u001b[43mG\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msource\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mweight\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mweight\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    168\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m path\n",
      "File \u001b[0;32m~/miniconda3/envs/cplex/lib/python3.10/site-packages/networkx/algorithms/shortest_paths/weighted.py:481\u001b[0m, in \u001b[0;36msingle_source_dijkstra\u001b[0;34m(G, source, target, cutoff, weight)\u001b[0m\n\u001b[1;32m    385\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21msingle_source_dijkstra\u001b[39m(G, source, target\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, cutoff\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, weight\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mweight\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m    386\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"Find shortest weighted paths and lengths from a source node.\u001b[39;00m\n\u001b[1;32m    387\u001b[0m \n\u001b[1;32m    388\u001b[0m \u001b[38;5;124;03m    Compute the shortest path length between source and all other\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    479\u001b[0m \u001b[38;5;124;03m    single_source_bellman_ford\u001b[39;00m\n\u001b[1;32m    480\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[0;32m--> 481\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mmulti_source_dijkstra\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    482\u001b[0m \u001b[43m        \u001b[49m\u001b[43mG\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m{\u001b[49m\u001b[43msource\u001b[49m\u001b[43m}\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcutoff\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcutoff\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mweight\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mweight\u001b[49m\n\u001b[1;32m    483\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m~/miniconda3/envs/cplex/lib/python3.10/site-packages/networkx/algorithms/shortest_paths/weighted.py:748\u001b[0m, in \u001b[0;36mmulti_source_dijkstra\u001b[0;34m(G, sources, target, cutoff, weight)\u001b[0m\n\u001b[1;32m    746\u001b[0m weight \u001b[38;5;241m=\u001b[39m _weight_function(G, weight)\n\u001b[1;32m    747\u001b[0m paths \u001b[38;5;241m=\u001b[39m {source: [source] \u001b[38;5;28;01mfor\u001b[39;00m source \u001b[38;5;129;01min\u001b[39;00m sources}  \u001b[38;5;66;03m# dictionary of paths\u001b[39;00m\n\u001b[0;32m--> 748\u001b[0m dist \u001b[38;5;241m=\u001b[39m \u001b[43m_dijkstra_multisource\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    749\u001b[0m \u001b[43m    \u001b[49m\u001b[43mG\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msources\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mweight\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpaths\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpaths\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcutoff\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcutoff\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtarget\u001b[49m\n\u001b[1;32m    750\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    751\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m target \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m    752\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m (dist, paths)\n",
      "File \u001b[0;32m~/miniconda3/envs/cplex/lib/python3.10/site-packages/networkx/algorithms/shortest_paths/weighted.py:847\u001b[0m, in \u001b[0;36m_dijkstra_multisource\u001b[0;34m(G, sources, weight, pred, paths, cutoff, target)\u001b[0m\n\u001b[1;32m    845\u001b[0m     \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m    846\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m u, e \u001b[38;5;129;01min\u001b[39;00m G_succ[v]\u001b[38;5;241m.\u001b[39mitems():\n\u001b[0;32m--> 847\u001b[0m     cost \u001b[38;5;241m=\u001b[39m \u001b[43mweight\u001b[49m\u001b[43m(\u001b[49m\u001b[43mv\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mu\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43me\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    848\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m cost \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m    849\u001b[0m         \u001b[38;5;28;01mcontinue\u001b[39;00m\n",
      "File \u001b[0;32m~/miniconda3/envs/cplex/lib/python3.10/site-packages/networkx/algorithms/shortest_paths/weighted.py:78\u001b[0m, in \u001b[0;36m_weight_function.<locals>.<lambda>\u001b[0;34m(u, v, data)\u001b[0m\n\u001b[1;32m     76\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m G\u001b[38;5;241m.\u001b[39mis_multigraph():\n\u001b[1;32m     77\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mlambda\u001b[39;00m u, v, d: \u001b[38;5;28mmin\u001b[39m(attr\u001b[38;5;241m.\u001b[39mget(weight, \u001b[38;5;241m1\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m attr \u001b[38;5;129;01min\u001b[39;00m d\u001b[38;5;241m.\u001b[39mvalues())\n\u001b[0;32m---> 78\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mlambda\u001b[39;00m u, v, data: data\u001b[38;5;241m.\u001b[39mget(weight, \u001b[38;5;241m1\u001b[39m)\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "\n",
    "from itertools import combinations\n",
    "\n",
    "compareTxt = \"compare.txt\"\n",
    "clearContent(compareTxt)\n",
    "\n",
    "for _ in range(20):\n",
    "    end_time = time.time()\n",
    "\n",
    "    cplex_alphas = []\n",
    "    spf_alphas = []\n",
    "    online_greedy_alphas = []\n",
    "\n",
    "    def generateBrokenLinkList() -> list:\n",
    "        broken_list = []\n",
    "        for node_ids in qkdnx.clusterListArr:\n",
    "            candidate_pair = []\n",
    "            if(len(node_ids)<5):\n",
    "                 continue\n",
    "            for u, v in combinations(node_ids, 2):\n",
    "                if t.getGraph().has_edge(u, v):\n",
    "                    candidate_pair.append([u,v])\n",
    "            broken_list.append(random.choice(candidate_pair))\n",
    "        return broken_list\n",
    "\n",
    "    # 跑100轮，测均值\n",
    "    for i in range(1000):\n",
    "        clusterNum = qkdnx.getClusterNum()\n",
    "        _startClusterID = random.randint(1, clusterNum)\n",
    "        _endClusterID = random.randint(1, clusterNum)\n",
    "        while (_startClusterID == _endClusterID):\n",
    "            _startClusterID = random.randint(1, clusterNum)\n",
    "            _endClusterID = random.randint(1, clusterNum)\n",
    "        # startNodeID, endNodeID = getDistinctClusterNode(_startClusterID, _endClusterID)\n",
    "        startNodeID = random.randint(1, len(qkdnx.clusterListArr[_startClusterID-1]))\n",
    "        endNodeID = random.randint(1, len(qkdnx.clusterListArr[_endClusterID-1]))\n",
    "        qkdnx.requestFlow(\n",
    "            startClusterID = _startClusterID, \n",
    "            startNodeID = startNodeID, \n",
    "            endClusterID = _endClusterID, \n",
    "            endNodeID = endNodeID, \n",
    "            flow = random.randint(1, 50), \n",
    "            # 在有多条边破损的情况下\n",
    "            brokenLinks = generateBrokenLinkList(), \n",
    "        )\n",
    "    # 保留一个副本\n",
    "    cplex_alphas.append(qkdnx.maxCplexAlpha)\n",
    "    spf_alphas.append(qkdnx.maxSPFAlpha)\n",
    "    online_greedy_alphas.append(qkdnx.maxOnlineGreedyAlpha)\n",
    "    \n",
    "    with open(compareTxt, \"a\") as file:\n",
    "            file.write(f\"{np.mean(cplex_alphas)} {np.mean(spf_alphas)} {np.mean(online_greedy_alphas)}\\n\")\n",
    "\n",
    "    # 清除负载\n",
    "    qkdnx.setNetXFlowZero()\n",
    "    print(\"重置Alpha\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<function matplotlib.pyplot.show(close=None, block=None)>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data = []\n",
    "with open(compareTxt, \"r\") as file:\n",
    "    for line in file:\n",
    "        values = line.strip().split()\n",
    "        data.append([float(values[0]), float(values[1]), float(values[2])])\n",
    "x = list(range(1, len(data) + 1))\n",
    "y1 = [item[0] for item in data]\n",
    "y2 = [item[1] for item in data]\n",
    "y3 = [item[2] for item in data]\n",
    "plt.plot(x, y1, label='Cplex')  # 第一条折线，对应数据中的第一列\n",
    "plt.plot(x, y2, label='Spf')  # 第二条折线，对应数据中的第二列\n",
    "plt.plot(x, y3, label='OnlineGreedy')  # 第二条折线，对应数据中的第三列\n",
    "plt.title('Congestion Ratio vs. Test Round')\n",
    "plt.xlabel('Test Round')\n",
    "plt.ylabel('Congestion Ratio')\n",
    "plt.legend()\n",
    "plt.show"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[57.785714285714285, 56.38095238095238, 66.14285714285714],\n",
       " [57.13636363636363, 52.04761904761905, 60.857142857142854],\n",
       " [59.73076923076923, 39.57142857142857, 61.333333333333336],\n",
       " [50.57692307692308, 56.42857142857143, 57.523809523809526],\n",
       " [61.15384615384615, 65.9047619047619, 59.285714285714285],\n",
       " [64.15384615384616, 57.666666666666664, 58.61904761904762],\n",
       " [44.904761904761905, 37.23809523809524, 59.95238095238095],\n",
       " [45.18181818181818, 42.714285714285715, 55.904761904761905],\n",
       " [49.285714285714285, 46.0, 62.857142857142854],\n",
       " [44.80952380952381, 43.23809523809524, 56.0],\n",
       " [57.42307692307692, 65.61904761904762, 59.333333333333336],\n",
       " [63.65384615384615, 40.57142857142857, 52.90909090909091],\n",
       " [49.61538461538461, 43.904761904761905, 59.04761904761905],\n",
       " [44.68181818181818, 42.285714285714285, 53.714285714285715],\n",
       " [53.714285714285715, 59.142857142857146, 57.904761904761905],\n",
       " [67.73076923076923, 55.857142857142854, 60.38095238095238],\n",
       " [55.95454545454545, 53.61904761904762, 60.0],\n",
       " [54.035714285714285, 54.23809523809524, 58.23809523809524],\n",
       " [46.642857142857146, 39.714285714285715, 56.23809523809524],\n",
       " [60.23076923076923, 48.0, 61.19047619047619]]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "cplex",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
